Du-Seong Chang

According to our database, Du-Seong Chang authored at least 23 papers between 1995 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Efficient and Accurate Memorable Conversation Model using DPO based on sLLM.

Youngkyung Seo, Yoonseok Heo, Jun-Seok Koh, Du-Seong Chang

CoRR, 2024

Evaluating Visual and Cultural Interpretation: The K-Viscuit Benchmark with Human-VLM Collaboration.

Yujin Baek, ChaeHun Park, Jaeseok Kim, Yu-Jung Heo, Du-Seong Chang, Jaegul Choo

CoRR, 2024

How Do Large Language Models Acquire Factual Knowledge During Pretraining?

Hoyeon Chang, Jinho Park, Seonghyeon Ye, Sohee Yang, Youngkyung Seo, Du-Seong Chang, Minjoon Seo

CoRR, 2024

Enhancing Psychotherapy Counseling: A Data Augmentation Pipeline Leveraging Large Language Models for Counseling Conversations.

Jun-Woo Kim, Ji-Eun Han, Jun-Seok Koh, Hyeon-Tae Seo, Du-Seong Chang

CoRR, 2024

Solution for SMART-101 Challenge of CVPR Multi-modal Algorithmic Reasoning Task 2024.

Jinwoo Ahn, Junhyeok Park, Min-Jun Kim, Kanghyeon Kim, So-Yeong Sohn, Yun-Ji Lee, Du-Seong Chang, Yu-Jung Heo, Eun-Sol Kim

CoRR, 2024

Towards Fast Multilingual LLM Inference: Speculative Decoding and Specialized Drafters.

Euiin Yi, Taehyeon Kim, Hongseok Jeung, Du-Seong Chang, Se-Young Yun

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

BI-MDRG: Bridging Image History in Multimodal Dialogue Response Generation.

Hee Suk Yoon, Eunseop Yoon, Joshua Tian Jin Tee, Kang Zhang, Yu-Jung Heo, Du-Seong Chang, Chang D. Yoo

Proceedings of the Computer Vision - ECCV 2024, 2024

PSYDIAL: Personality-based Synthetic Dialogue Generation Using Large Language Models.

Ji-Eun Han, Jun-Seok Koh, Hyeon-Tae Seo, Du-Seong Chang, Kyung-Ah Sohn

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

ExeGPT: Constraint-Aware Resource Scheduling for LLM Inference.

Hyungjun Oh, Kihong Kim, Jaemin Kim, Sungkyun Kim, Junyeol Lee, Du-Seong Chang, Jiwon Seo

Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

Translation Deserves Better: Analyzing Translation Artifacts in Cross-lingual Visual Question Answering.

ChaeHun Park, Koanho Lee, Hyesu Lim, Jaeseok Kim, Junmo Park, Yu-Jung Heo, Du-Seong Chang, Jaegul Choo

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Improving Conversational Abilities of Quantized Large Language Models via Direct Preference Alignment.

Janghwan Lee, Seongmin Park, Sukjin Hong, Minsoo Kim, Du-Seong Chang, Jungwook Choi

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Guidance-Based Prompt Data Augmentation in Specialized Domains for Named Entity Recognition.

Hyeonseok Kang, Hyein Seo, Jeesu Jung, Sangkeun Jung, Du-Seong Chang, Riwoo Chung

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, 2024

Structure-Aware Multimodal Sequential Learning for Visual Dialog.

Young-Jin Kim, Min-Jun Kim, Kyunghwan An, Jinwoo Ahn, Jaeseok Kim, Yu-Jung Heo, Du-Seong Chang, Eun-Sol Kim

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Token-Scaled Logit Distillation for Ternary Weight Generative Language Models.

Minsoo Kim, Sihwa Lee, Janghwan Lee, Sukjin Hong, Du-Seong Chang, Wonyong Sung, Jungwook Choi

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Interactive User Interface for Dialogue Summarization.

Jeesu Jung, Hyein Seo, Sangkeun Jung, Riwoo Chung, Hwijung Ryu, Du-Seong Chang

Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023

NASH: A Simple Unified Framework of Structured Pruning for Accelerating Encoder-Decoder Language Models.

Jongwoo Ko, Seungjoon Park, Yujin Kim, Sumyeong Ahn, Du-Seong Chang, Euijai Ahn, Se-Young Yun

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Revisiting Intermediate Layer Distillation for Compressing Language Models: An Overfitting Perspective.

Jongwoo Ko, Seungjoon Park, Minchan Jeong, Sukjin Hong, Euijai Ahn, Du-Seong Chang, Se-Young Yun

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

2022

Understanding and Improving Knowledge Distillation for Quantization Aware Training of Large Transformer Encoders.

Minsoo Kim, Sihwa Lee, Sukjin Hong, Du-Seong Chang, Jungwook Choi

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2008

Symbolic Heuristic Search Value Iteration for Factored POMDPs.

Hyeong Seop Sim, Kee-Eung Kim, Jin Hyung Kim, Du-Seong Chang, Myoung-Wan Koo

Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2006

Incremental cue phrase learning and bootstrapping method for causality extraction using cue phrase and word pair probabilities.

Du-Seong Chang, Key-Sun Choi

Inf. Process. Manag., 2006

2004

Causal Relation Extraction Using Cue Phrase and Lexical Pair Probabilities.

Du-Seong Chang, Key-Sun Choi

Proceedings of the Natural Language Processing, 2004

2001

TREC-10 Experiments at KAIST: Batch Filtering and Question Answering.

Jong-Hoon Oh, Kyung-Soon Lee, Du-Seong Chang, Chung Won Seo, Key-Sun Choi

Proceedings of The Tenth Text REtrieval Conference, 2001

1995

KT-STS: a speech translation system for hotel reservation and a continuous speech recognition system for speech translation.

Myoung-Wan Koo, Il-Hyun Sohn, Woosung Kim, Du-Seong Chang

Proceedings of the Fourth European Conference on Speech Communication and Technology, 1995